I build analytics systems, AI experiences, and data products that turn messy data into decisions.

This is a conversational layer over my work, projects, and data product philosophy. Ask it how I think, what I have built, and where the technical decisions show up.

Analytics engineering

I build canonical marts, dimensional models, tested grains, and governed metrics.

Semantic modeling

I centralize definitions so BI, notebooks, and AI interfaces can use the same logic.

AI-enabled workflows

I use structured retrieval, guardrails, and role context to make AI outputs useful.

Executive analytics

I design dashboards for quick readouts first, with depth available when people need it.